Reasoning models trade latency for intelligence

Reasoning models that consume more test-time/inference-time compute to provide more intelligence are a compelling paradigm for math and coding, but for consumer products latency and intelligence-per-cost matter more — people won't wait half a minute for an answer when a good answer in half a second is a great tradeoff.